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Madison County, KY Weather And Climate Synopsis

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Precipitation Report Kentucky Climate Summary GIS Estimates Almanac Precision Ag., Lawn & Garden Forecast Historical Facts




Soil Moisture Anomaly Loop



Current Spraying Conditions
Also see:



A joint service of the UK Ag Weather Center and the National Weather Service.
 


Updated Tuesday Evening, July 14, 2020


...Heat & Humidity Into The Weekend With Storms Later Wednesday/Thursday...



Radar remains clear early this evening across the Bluegrass State with semi-comfortable
temperatures in the middle to upper 80s. This changes tomorrow and through the
rest of the week with high heat and daily storm chances in the forecast.
Highs each day will hover in the upper 80s to low 90s. More moisture will make it feel more
like around 100 at times during the heat of the afternoon. Hence, livestock
heat stress will run in the danger to emergency category on a daily basis.


Producers should minimize moving livestock around the farmstead or transporting 
animals to the market during afternoon and early evening hours until animal heat 
stress decreases. Also provide animals plenty of cool water and shade. More info
on mitigating heat stress can be found here.
Do not forget about pets too!


Outlooks hint that this hot pattern will last through next week. While it will
be hot, most days feature at least a chance for rainfall.  Heavy rain, lightning, and occasional
gusty winds will remain the main threats.


Weather Forecast Across The Commonwealth Of Kentucky 








Western KY:



Central KY:



Eastern KY:









Specific and detailed farm-by-farm weather forecast information is available in your Point Ag Forecast. New County Ag Weather Page,
 Current Conditions:Kentucky,  U.S.

USDA's Ag Weather:National Ag. Weather Outlook, International Ag. Weather Summary , Next Weather Event?
Current Surface Map, Regional, Composite, TWC, Yesterday's Highs, Lows ,
Upper Air

Regional Hourly Observations For MADISON County, Kentucky
Issued at 100 AM EDT WED JUL 15 2020
 
NORTHEAST KENTUCKY
  
CITY           SKY/WX    TMP DP  RH WIND       PRES   REMARKS
LEXINGTON      CLEAR     68  62  81 SE3       30.08S                  
COVINGTON      PTCLDY    73  61  65 CALM      30.07R                  
FRANKFORT      CLEAR     67  63  87 N3        30.07R

KY Round-up, Current Temperatures, Dewpoint, Rh, Wind, Regional Obs., Station Model, Surface 4-Panel, NWS Louisville
Meteograms: Paducah , Evansville , Bowling Green , Hopkinsville , Frankfort , Louisville , Lexington , Covington , Jackson , London , Shelby Co. Weather , Spindletop Research Weather Station , Woodford Co. Research Weather Station , About Meteograms

Current Agriculture, Lawn & Garden Weather Conditions in Kentucky
Based on observations at 100am EDT, Wednesday July 15, 2020

Across Kentucky...temperatures are near 74 degrees west, near 68 degrees central, and near 73 degrees east. Current sky conditions are clear west, clear central, and clear east. In the west, relative humidity is near 78%, and the dew point is near 67 degrees. In the central part of the state, relative humidity is near 81%, and the dew point is near 62 degrees. In the east, relative humidity is near 65%, and the dew point is near 61 degrees. Current drying conditions are fair west, poor central, and fair east. The livestock heat stress category is no stress west, no stress central, and no stress east. Winds are calm west, where conditions are favorable for spraying. Winds are from the southeast at 3 mph central, where conditions are favorable for spraying. Winds are from the southeast at 3 mph east, where conditions are favorable for spraying. Based on current available observations, the highest temperature is 76 degrees at Louisville International. The lowest temperature is 66 degrees at Somerset and Henderson.

List of Agriculture, Lawn & Garden Weather Observations in Kentucky

Current NOWCAST not available:
Nowcasts are not issued routinely during fair weather. Only when
precipitation or other significant weather is occuring in this county will these
forecasts be issued. Currently, there is no short term forecast in effect.

UKAWC Radar, NWS Radar (NEW!), SPC Radar, Regional Radar, SkyWarn, NEXRAD, LSI Heat Index
Hazardous Weather Outlook For MADISON County, Kentucky
Issued at: Tue Jul 14 15:12:05 EDT 2020 

English, Tell City, Corydon, New Albany, Jeffersonville, Lewisport, 
Hawesville, Hardinsburg, Brandenburg, Hartford, Leitchfield, 
Elizabethtown, Shepherdsville, Louisville, La Grange, Bedford, 
Milton, New Castle, Shelbyville, Frankfort, Georgetown, Cynthiana, 
Taylorsville, Lawrenceburg, Versailles, Lexington, Paris, Carlisle, 
Bardstown, Springfield, Harrodsburg, Nicholasville, Winchester, 
Hodgenville, Lebanon, Danville, Lancaster, Richmond, Morgantown, 
Brownsville, Horse Cave, Greensburg, Campbellsville, Liberty, 
Stanford, Russellville, Bowling Green, Franklin, Providence, 
Scottsville, Glasgow, Tompkinsville, Edmonton, Columbia, Jamestown, 
Burkesville, and Albany
311 PM EDT Tue Jul 14 2020 /211 PM CDT Tue Jul 14 2020/

This hazardous weather outlook is for portions of south central
Indiana and Central Kentucky.

.DAY ONE...Tonight.

No hazardous weather is expected at this time.

.DAYS TWO THROUGH SEVEN...Wednesday through Monday.

Afternoon heat index values near 100 degrees are possible Thursday 
through Monday. 

A complex of storms will come close to the Ohio Valley Wednesday 
night bringing the threat of locally gusty winds and heavy rainfall.

Isolated to scattered thunderstorms will be possible each afternoon
and evening beginning on Thursday. The main threats with these 
storms will be locally gusty winds, cloud to ground lightning, and 
heavy rainfall.
 
.SPOTTER INFORMATION STATEMENT...

Spotter activation is not expected.

NWS Severe Weather Map , Convective Outlook

RDF forecast not available NEW NWS Experimental Weather Activity Planner: West, Central, East
NWS Experimental Point Forecasts (5 km x 5 km grid for Kentucky): West, Central, East
MADISON County, Kentucky Agriculture, Lawn & Garden Weather Advisory

Updated: 310 AM EST THU NOV 12 2009

TODAY (6AM-5PM)

Max Temperature...........................58 degrees.
Precipitation (liq. eq. )...................0.00 inches (No rainfall).
Precipitation area .........................0% of the county expected.
Dewpoints.......................................28 to 37 Degrees.
Min RH (Relative Humidity).........41%.
Wind Speed....................................4 to 12 mph
Winds@3 PM..................................north at 12 mph
Spraying Conditions....................favorable
Sky Conditions @9 AM ...............mostly sunny.
RH < 50%........................................ for 6 hours
RH > 80%.........................................for 0 hour
No. of Hours Temp <=32 .............0
No. of Hours Temp <= 20 .............0
No. of Hours Temp <= 0 ...............0

The high today (6am-5pm) in Madison county, is expected to be near 58 degrees. No rainfall is expected. Temperature will range from near 38 to near 57 degrees. Dewpoints will range from 28 to 37 degrees. These dewpoints will combine with today (6am-5pm)'s temperatures resulting in relative humidity minimum of 41%. Skies will be mostly sunny at 9 AM and mostly sunny at 3 PM. Wind speed will range from 4 to 12 mph during the period. Winds at 3 PM will be out of the north at 12 mph, which is favorable spraying conditions in rain-free areas. Relative humidity will be less than 50% for 6 hours and greater than 80% for 0 hour

TONIGHT (6PM-5AM)

Min Temperature...........................39 degrees.
Precipitation (liq. eq. )...................0.00 inches (No rainfall).
Precipitation area .........................0% of the county expected.
Dewpoints.......................................37 to 38 Degrees.
Max RH (Relative Humidity)........85%.
Wind Speed....................................2 to 9 mph
Winds@3 AM..................................northeast at 3 mph
Spraying Conditions....................favorable
Sky Conditions @12 AM .............clear.
Sky Conditions @3 AM ...............clear.
RH < 50%........................................ for 0 hour
RH > 80%.........................................for 3 hours
No. of Hours Temp <=32 .............0
No. of Hours Temp <= 20 .............0
No. of Hours Temp <= 0 ...............0

The low tonight (6pm-5am) in Madison county, is expected to be around 39 degrees. No rainfall is expected. Temperature will range from near 41 to near 51 degrees. Dewpoints will range from 37 to 38 degrees. These dewpoints will combine with tonight (6pm-5am)'s temperatures resulting in relative humidity maximum of 85%. Skies will be clear at 12 AM and clear at 3 AM. Wind speed will range from 2 to 9 mph during the period. Winds at 3 AM will be out of the northeast at 3 mph, which is favorable spraying conditions in rain-free areas. Relative humidity will be less than 50% for 0 hour and greater than 80% for 3 hours

TOMORROW (6AM-5PM)

Max Temperature...........................64 degrees.
Precipitation (liq. eq. )...................0.00 inches (No rainfall).
Precipitation area .........................0% of the county expected.
Dewpoints.......................................37 to 41 Degrees.
Min RH (Relative Humidity).........40%.
Wind Speed....................................2 to 5 mph
Winds@3 PM..................................northeast at 3 mph
Spraying Conditions....................favorable
Sky Conditions @9 AM ...............mostly sunny.
Sky Conditions @3 PM ...............mostly sunny.
RH < 50%........................................ for 6 hours
RH > 80%.........................................for 1 hour
No. of Hours Temp <=32 .............0
No. of Hours Temp <= 20 .............0
No. of Hours Temp <= 0 ...............0

The high tomorrow (6am-5pm) in Madison county, is expected to be near 64 degrees. No rainfall is expected. Temperature will range from near 41 to near 64 degrees. Dewpoints will range from 37 to 41 degrees. These dewpoints will combine with tomorrow (6am-5pm)'s temperatures resulting in relative humidity minimum of 40%. Skies will be mostly sunny at 9 AM and mostly sunny at 3 PM. Wind speed will range from 2 to 5 mph during the period. Winds at 3 PM will be out of the northeast at 3 mph, which is favorable spraying conditions in rain-free areas. Relative humidity will be less than 50% for 6 hours and greater than 80% for 1 hour

TOMORROW NIGHT (6PM-5AM)

Min Temperature...........................45 degrees.
Precipitation (liq. eq. )...................0.00 inches (No rainfall).
Precipitation area .........................0% of the county expected.
Dewpoints.......................................41 to 43 Degrees.
Max RH (Relative Humidity)........93%.
Wind Speed....................................1 to 3 mph
Winds@3 AM..................................south at 1 mph
Spraying Conditions....................favorable
Sky Conditions @12 AM .............mostly clear.
Sky Conditions @3 AM ...............mostly clear.
RH < 50%........................................ for 0 hour
RH > 80%.........................................for 3 hours
No. of Hours Temp <=32 .............0
No. of Hours Temp <= 20 .............0
No. of Hours Temp <= 0 ...............0

The low tomorrow night (6pm-5am) in Madison county, is expected to be around 45 degrees. No rainfall is expected. Temperature will range from near 45 to near 59 degrees. Dewpoints will range from 41 to 43 degrees. These dewpoints will combine with tomorrow night (6pm-5am)'s temperatures resulting in relative humidity maximum of 93%. Skies will be mostly clear at 12 AM and mostly clear at 3 AM. Wind speed will range from 1 to 3 mph during the period. Winds at 3 AM will be out of the south at 1 mph, which is favorable spraying conditions in rain-free areas. Relative humidity will be less than 50% for 0 hour and greater than 80% for 3 hours

72 HOUR SUMMARY

The temperature is expected to be in the range from 39 degrees and 67 degrees. Dewpoints will range from 28 to 47 degrees. No measurable precipitation is expected.


Ag. Weather Forecast Parameter Maps:Spraying Conditions , Dewpoint Temperatures, Livestock Heat Stress

Extended Digital forecast not available
Current FORECAST not available TWC Forecast, NWS Maps, Fire Danger, Day 1 Precip, Day 2, 5 Day Total, Days 1-5
NGM 60 Hr Forecast Meteograms: Paducah , Evansville , Bowling Green , Hopkinsville , Frankfort , Louisville , Lexington , Covington , Jackson , London, All Kentucky Hourly Model Guidance, About NGM Forecast Meteograms
Kentucky Agricultural Weather Medium-Range Outlook (Based on the MEX Model)

MEDIUM RANGE AG FORECAST:

- Click here for Graphical Ag. Weather Forecast -

WEDNESDAY :
Highs across the state will range from 93 West and 90 Central, to 87 East. Dewpoints will range from 73 to 74 West, 72 to 71 Central, and 67 to 69 East throughout the day. Rainfall amounts of 0.00-0.01 inches over 40 % of the area West, 0.10-0.24 inches over 60 % of the area Central, and 0.00-0.01 inches over 40 % of the area East should be expected. Lows Wednesday will fall to 72 West, 75 Central, and 69 East. Skies throughout the day will start out partly cloudy and end partly cloudy in the West, start partly cloudy and end partly cloudy Central, and start out partly cloudy and end partly cloudy East. The maximum livestock stress category will be danger West, danger Central, and danger East. There will be 29 corn growing degree days West, 30 Central, and 28 East. Wind speeds in the morning and afternoon will be around 3 and 4 mph , respectively, West, 6 and 6 mph Central, and 0 and 0 mph East.

THURSDAY :
Highs across the state will range from 91 West and 91 Central, to 86 East. Dewpoints will range from 73 to 73 West, 72 to 71 Central, and69 to 70 East throughout the day. Rainfall amounts of 0.01-0.09 inches over 40 % of the area West, 0.01-0.09 inches over 50 % of the area Central, and 0.01-0.09 inches over 60 % of the area East should be expected. Lows Thursday will fall to 73 West, 76 Central, and 69 East. Skies throughout the day will start out partly cloudy and end partly cloudy in the West, start partly cloudy and end partly cloudy Central, and start out partly cloudy and end partly cloudy East. The maximum livestock stress category will be danger West, danger Central, and danger East. There will be 30 corn growing degree days West, 31 Central, and 28 East. Wind speeds in the morning and afternoon will be around 3 and 6 mph , respectively, West, 6 and 6 mph Central, and 0 and 2 mph East.

FRIDAY :
Highs across the state will range from 86 West and 91 Central, to 85 East. Dewpoints will range from 71 to 70 West, 72 to 70 Central, and 69 to 70 East throughout the day. Rainfall amounts of 0.25-0.49 inches over 60 % of the area West, 0.10-0.24 inches over 60 % of the area Central, and 0.10-0.24 inches over 60 % of the area East should be expected. Lows Friday will fall to 72 West, 75 Central, and 70 East. Skies throughout the day will start out partly cloudy and end cloudy in the West, start partly cloudy and end cloudy Central, and start out partly cloudy and end partly cloudy East. The maximum livestock stress category will be danger West, danger Central, and no stress East. There will be 29 corn growing degree days West, 30 Central, and 28 East. Wind speeds in the morning and afternoon will be around 4 and 7 mph , respectively, West, 6 and 8 mph Central, and 0 and 1 mph East.

SATURDAY :
Highs across the state will range from 86 West and 86 Central, to 81 East. Dewpoints will range from 67 to 66 West, 68 to 65 Central, and68 to 67 East throughout the day. Rainfall amounts of 0.00-0.01 inches over 20 % of the area West, 0.10-0.24 inches over 50 % of the area Central, and 0.50-0.99 inches over 80 % of the area East should be expected. Lows Saturday will fall to 67 West, 72 Central, and 68 East. Skies throughout the day will start out partly cloudy and end clear in the West, start cloudy and end cloudy Central, and start out cloudy and end cloudy East. The maximum livestock stress category will be no stress West, no stress Central, and no stress East. There will be 26 corn growing degree days West, 29 Central, and 24 East. Wind speeds in the morning and afternoon will be around 8 and 14 mph , respectively, West, 6 and 15 mph Central, and 1 and 3 mph East.

SUNDAY :
Highs across the state will range from 87 West and 86 Central, to 79 East. Dewpoints will range from 65 to 67 West, 63 to 61 Central, and 63 to 63 East throughout the day. Rainfall amounts of 0.00-0.01 inches over 10 % of the area West, 0.00-0.01 inches over 20 % of the area Central, and 0.00-0.01 inches over 40 % of the area East should be expected. Lows Sunday will fall to 66 West, 68 Central, and 64 East. Skies throughout the day will start out clear and end clear in the West, start partly cloudy and end partly cloudy Central, and start out cloudy and end cloudy East. The maximum livestock stress category will be danger West, no stress Central, and no stress East. There will be 26 corn growing degree days West, 27 Central, and 22 East. Wind speeds in the morning and afternoon will be around 13 and 6 mph , respectively, West, 15 and 15 mph Central, and 3 and 4 mph East.

MONDAY :
Highs across the state will range from 90 West and 87 Central, to 82 East. Dewpoints will range from 68 to 69 West, 65 to 64 Central, and 63 to 66 East throughout the day. Rainfall amounts of 0.00-0.01 inches over 20 % of the area West, 0.00-0.01 inches over 20 % of the area Central, and 0.00-0.01 inches over 40 % of the area East should be expected. Lows Monday will fall to 68 West, 69 Central, and 64 East. Skies throughout the day will start out partly cloudy and end partly cloudy in the West, start partly cloudy and end partly cloudy Central, and start out partly cloudy and end partly cloudy East. The maximum livestock stress category will be danger West, no stress Central, and no stress East.There will be 27 corn growing degree days West, 28 Central, and 23 East. Wind speeds in the morning and afternoon will be around 4 and 8 mph, respectively, West, 12 and 10 mph Central, and 2 and 1 mph East.

Raw Data: MEX(west), MEX(central), MEX(east)

* NOTE: See specific site Ag Wx Data and Summary files for further information.

Graphic Regional Ag. Weather Outlook, Tabular data for the Medium Range Outlook

Medium & Long Range Outlook For Kentucky 
                             KENTUCKY                                                                     
                 ---------------------------------------------
                 6 TO 10 DAY  8 TO 14 DAY   30 DAY    90 DAY 
                   JUL 20-24    JUL 22-28    JUN       JUN-AUG                      
                 -----------  -----------  --------  ---------
   Temperature:      Above        Above     Normal      Above                      
 Precipitation:      Above        Above      Above      Above                      

....  Medium and long range outlooks provided by NCEP/K. Thomas Priddy
UKAWC 8 Day Forecast Maps, TWC Jet, 15-Day Jet,Trend, Max/Mins (80k)
6 to 10 Day , 8 to 14 Day , Text, 30-Day Outook, 90-Day Outook, 120-Day Outlook
Precipitation Report: (liquid equivalent)
 

Total Precipitation and Deviation From Normal (in inches)
Valid May 27, 2012

The nearest available weather station for Madison County is Berea:

                      Past 7 days      Past 30 days   Jan 1 - Present
Station             Total     Dev     Total     Dev     Total     Dev
---------------     -----  ------     -----  ------    ------  ------
Berea                0.15   -0.94      5.09   +0.49     14.84   -3.50
List of Kentucky Weather Stations (1st Order & Ag. stations) Rainfall
 UKAWC Regional Ag Weather Summary (Select Format): Spring , Summer , Fall
Drought Status For MADISON County, Kentucky
(Based on the latest Palmer Drought Severity and Crop Moisture Indices) 
BLUEGRASS KY CLIMATE DIVISION

Hydrological Drought (PDSI) Situation:
------------------------------------------------------------------------------------

Current Long-term Hydrological Moisture Status: NEAR NORMAL           (PDSI=   0.55)
Rainfall Needed:  0.00 inches ABOVE NORMAL


Crop Moisture (CMI) Situation:
----------------------------------------------------------------------------------------------------------

Current Short-term Crop Moisture Status: Moisture Adequate For Present Needs          (CMI=   0.13)
Change From Previous Week: WETTER     SOILS (  0.54)

Note: Due to rainfall variability within each climate division, check Precip Reports/GIS Estimates and the Kentucky Climate Summary for the latest moisture information for this county.

Additional Drought Info.: UKAWC Drought Page

Kentucky Climate Summary
normal. High temperatures averaged from 90 in the West to 87 in the East. Departure from normal high temperatures ranged from +0 degrees from normal in the West to +1 degrees from normal in the East. Low temperatures averaged from 69 degrees in the West to 66 degrees in the East. Departure from normal low temperature ranged from +3 degrees from normal in the West to +1 degrees from normal in the East.

Precipitation (liq. equ.) for the period totaled 1.03 inches statewide which was -0.02 inches from normal. Precipitation totals by climate division, West 1.27 inches, Central 0.92 inches, Bluegrass 1.26 inches and East 0.80 inches, which was + 0.34, -0.17, + 0.20 and -0.31 inches respectively from normal. By station, precipitation totals ranged from a low of 0 inches at Cape Girardeau to a high of 4.05 inches at Dix Dam.

Kentucky Climate Summaries: Last 3 days, 7 days, 14 days, 21 days, 30 days
Yesterday's Weather Data, Kentucky Climate Analysis, Kentucky Climate in Review (2005)

EUROPEAN CORN BORER not available
 European Corn Borer Accumulation Map

GIS ESTIMATES FOR MADISON COUNTY
Valid July 29, 2013 

The GIS estimates are derived by ARC/INFO GIS software for a
central point in the county.  The estimates are calculated from
from 29 weather stations in the Kentucky area.

Precipitation Estimates

                     Last 3   Last 7   Last 14   Last 30     Since
                       Days     Days      Days      Days     Jan 1
_______________________________________________________________________________
Precip Total           0.23     2.48      2.90      7.97     35.18
Precip Deviation      -0.23     1.40      0.75      3.42      7.98

Temperature Estimates

                     Last 3        Last 7       Last 14       Last 30
                       Days          Days          Days          Days
_____________________________________________________________________
Temp Average             69            72            76            74
Temp Deviation           -6            -3             1            -1

Soil Temperature Estimates

                                Yesterday
_________________________________________
Avg 4" Sod Soil Temp   	               76

European Corn Borer Degree Days Accumulations

Degree Days                      Forecasted Accumulations
      Total          550      610      750     1660     1740
____________________________________________________________
       1901         5/16     5/19     5/27      7/7     7/10
Almanac Information 
Wednesday July 15, 2020 the 197th Day of Year

---------------------------------------------------
SUN
Declination 21.280000
Distance 0.999716 AU
Rise 06:29 EDT Set 21:00 EDT
Transit Meridian 13:44 EDT
Civil Twilight Begins 05:59 EDT Ends 21:29 EDT

---------------------------------------------------
Normal Max/Min Temperature for Today: 88 / 65
---------------------------------------------------


Calculations made for central point in Kentucky
Time in ET -- and will vary due to location and
elevation -- Priddy
Sunrise/Sunset/Moonrise/Moonset Computation (USN)
TEMPERATURE is not available
 Yesterday's U.S. Highs, Lows , KY's Highs/Lows/Precip, Daily Weather Data, Hourly Weather Data
Historical Weather And Climate Facts For Today
////////////////////////////
JULY 15TH...HISTORIC WEATHER EVENTS
...1916...
A dying South Atlantic Coast storm produced torrential rains in the
southern Appalachian Mountains. Altapass NC was drenched with more than 22
inches of rain, a 24 hour rainfall record for the state. Flooding resulted
in considerable damage, particularly to railroads. (David Ludlum)
...1954...
The temperature at Balcony Falls VA soared to 110 degrees to establish a
state record. (The Weather Channel)
...1983...
The Big Thompson Creek in Colorado flooded for the second time in seven
years, claiming three lives, and filling the town of Estes Park with eight
to ten feet of water. (The Weather Channel)
...1987...
Unseasonably cool weather spread into the south central and eastern U.S.
Fifteen cities reported record low temperatures for the date, including
Houghton Lake MI with a reading of 37 degrees. The high temperature for the
date of 58 degrees at Flint MI was their coolest of record for July.
Thunderstorms spawned several tornadoes in Illinois and Indiana, injuring a
cow near Donovan IL. (The National Weather Summary) (Storm Data)
...1988...
Twenty-six cities east of the Mississippi River reported record high
temperatures for the date. Charleston WV established an all-time record
high with a reading of 103 degrees, and Chicago IL reported a record fifth
day of 100 degree heat for the year. A severe thunderstorm moving across
Omaha NE and the Council Bluffs area of west central Iowa spawned three
tornadoes which injured 88 persons, and also produced high winds which
injured 18 others. Winds at the Omaha Eppley Airport reached 92 mph. Damage
from the storm was estimated at 43 million dollars. (Storm Data) (The
National Weather Summary)
...1989...
Thunderstorms drenched Kansas City MO with 4.16 inches of rain, a record
for the date. Two and a half inches of rain deluged the city between Noon
and 1 PM. Afternoon thunderstorms in South Carolina deluged Williamstown
with six inches of rain in ninety minutes, including four inches in little
more than half an hour. (The National Weather Summary)(Storm Data)

 UKAWC Briefing Page

Ag Weather Center, Department of Biosystems & Agricultural Engineering, University of Kentucky